ETC3250/5250 Introduction to Machine Learning

Week 7: Explainable artificial intelligence (XAI)

Professor Di Cook

Department of Econometrics and Business Statistics

Overview

We will cover:

  • Local explainability
  • LIME
  • Shapley values

Remember: variable importance

Next: Support vector machines and nearest neighbours